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Volume 17, Issue 3
A Generalized Selectively Relaxed Matrix Splitting Preconditioning Strategy for Three-Dimensional Flux-Limited Multi-Group Radiation Diffusion Equations

Xiaoqiang Yue, Sheng Xia, Chunyan Chen, Xiaowen Xu & Shi Shu

Numer. Math. Theor. Meth. Appl., 17 (2024), pp. 630-657.

Published online: 2024-08

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  • Abstract

Driven by the challenging task of pursuing the robust and accurate iterative numerical solution of the three-dimensional flux-limited multi-group radiation diffusion equations in an efficient and scalable manner, we propose and analyze a generalized matrix splitting preconditioning scheme with two selective relaxations and algebraic multigrid subsolves, introduce an algebraic quasi-optimal choice strategy to determine the involved parameters and consider its sequential implementation and two-level parallelization. A great deal of numerical results for typical unstructured twenty-group problems arising from realistic simulations of the hydrodynamic instability are presented and discussed to demonstrate the robustness, efficiency, strong and weak parallel scaling properties with up to 2,816 parallel processor cores together with the competitiveness of the proposed preconditioner when compared with several state-of-the-art monolithic and block preconditioning approaches.

  • AMS Subject Headings

65F08, 65N08, 65N55, 65Y05

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COPYRIGHT: © Global Science Press

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@Article{NMTMA-17-630, author = {Yue , XiaoqiangXia , ShengChen , ChunyanXu , Xiaowen and Shu , Shi}, title = {A Generalized Selectively Relaxed Matrix Splitting Preconditioning Strategy for Three-Dimensional Flux-Limited Multi-Group Radiation Diffusion Equations}, journal = {Numerical Mathematics: Theory, Methods and Applications}, year = {2024}, volume = {17}, number = {3}, pages = {630--657}, abstract = {

Driven by the challenging task of pursuing the robust and accurate iterative numerical solution of the three-dimensional flux-limited multi-group radiation diffusion equations in an efficient and scalable manner, we propose and analyze a generalized matrix splitting preconditioning scheme with two selective relaxations and algebraic multigrid subsolves, introduce an algebraic quasi-optimal choice strategy to determine the involved parameters and consider its sequential implementation and two-level parallelization. A great deal of numerical results for typical unstructured twenty-group problems arising from realistic simulations of the hydrodynamic instability are presented and discussed to demonstrate the robustness, efficiency, strong and weak parallel scaling properties with up to 2,816 parallel processor cores together with the competitiveness of the proposed preconditioner when compared with several state-of-the-art monolithic and block preconditioning approaches.

}, issn = {2079-7338}, doi = {https://doi.org/10.4208/nmtma.OA-2023-0098}, url = {http://global-sci.org/intro/article_detail/nmtma/23369.html} }
TY - JOUR T1 - A Generalized Selectively Relaxed Matrix Splitting Preconditioning Strategy for Three-Dimensional Flux-Limited Multi-Group Radiation Diffusion Equations AU - Yue , Xiaoqiang AU - Xia , Sheng AU - Chen , Chunyan AU - Xu , Xiaowen AU - Shu , Shi JO - Numerical Mathematics: Theory, Methods and Applications VL - 3 SP - 630 EP - 657 PY - 2024 DA - 2024/08 SN - 17 DO - http://doi.org/10.4208/nmtma.OA-2023-0098 UR - https://global-sci.org/intro/article_detail/nmtma/23369.html KW - Radiation diffusion equations, matrix splitting preconditioning, selective relaxation, algebraic multigrid, parallel and distributed computing. AB -

Driven by the challenging task of pursuing the robust and accurate iterative numerical solution of the three-dimensional flux-limited multi-group radiation diffusion equations in an efficient and scalable manner, we propose and analyze a generalized matrix splitting preconditioning scheme with two selective relaxations and algebraic multigrid subsolves, introduce an algebraic quasi-optimal choice strategy to determine the involved parameters and consider its sequential implementation and two-level parallelization. A great deal of numerical results for typical unstructured twenty-group problems arising from realistic simulations of the hydrodynamic instability are presented and discussed to demonstrate the robustness, efficiency, strong and weak parallel scaling properties with up to 2,816 parallel processor cores together with the competitiveness of the proposed preconditioner when compared with several state-of-the-art monolithic and block preconditioning approaches.

Yue , XiaoqiangXia , ShengChen , ChunyanXu , Xiaowen and Shu , Shi. (2024). A Generalized Selectively Relaxed Matrix Splitting Preconditioning Strategy for Three-Dimensional Flux-Limited Multi-Group Radiation Diffusion Equations. Numerical Mathematics: Theory, Methods and Applications. 17 (3). 630-657. doi:10.4208/nmtma.OA-2023-0098
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